Data Profile

Brought to you by YData

Dataset statistics

Number of variables	20
Number of observations	50
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	19.1 KiB
Average record size in memory	391.7 B

Variable types

Numeric	14
Text	3
Categorical	2
DateTime	1

Alerts

`acousticness` is highly overall correlated with `energy` and 1 other fields	High correlation
`danceability` is highly overall correlated with `valence`	High correlation
`duration_minutes` is highly overall correlated with `duration_ms`	High correlation
`duration_ms` is highly overall correlated with `duration_minutes`	High correlation
`energy` is highly overall correlated with `acousticness` and 1 other fields	High correlation
`explicit` is highly overall correlated with `speechiness`	High correlation
`loudness` is highly overall correlated with `acousticness` and 1 other fields	High correlation
`popularity` is highly overall correlated with `year`	High correlation
`speechiness` is highly overall correlated with `explicit`	High correlation
`valence` is highly overall correlated with `danceability`	High correlation
`year` is highly overall correlated with `popularity`	High correlation
`artists` has unique values	Unique
`duration_ms` has unique values	Unique
`duration_minutes` has unique values	Unique
`energy` has unique values	Unique
`id` has unique values	Unique
`loudness` has unique values	Unique
`name` has unique values	Unique
`tempo` has unique values	Unique
`valence` has unique values	Unique
`instrumentalness` has 16 (32.0%) zeros	Zeros
`key` has 2 (4.0%) zeros	Zeros

Reproduction

Analysis started	2025-05-05 04:31:43.448309
Analysis finished	2025-05-05 04:32:40.015720
Duration	56.57 seconds
Software version	ydata-profiling vv4.16.1
Download configuration	config.json

acousticness
Real number (ℝ)

High correlation

Distinct	48
Distinct (%)	96.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.21789345

Minimum	4.62 × 10^-6
Maximum	0.939
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	532.0 B

Quantile statistics

Minimum	4.62 × 10^-6
5-th percentile	0.0006639
Q1	0.0147
median	0.0703
Q3	0.33475
95-th percentile	0.8597
Maximum	0.939
Range	0.93899538
Interquartile range (IQR)	0.32005

Descriptive statistics

Standard deviation	0.28180953
Coefficient of variation (CV)	1.2933364
Kurtosis	0.59018611
Mean	0.21789345
Median Absolute Deviation (MAD)	0.068958
Skewness	1.3370466
Sum	10.894673
Variance	0.079416611
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=48)

Value	Count	Frequency (%)
0.866	2	4.0%
0.0253	2	4.0%
0.000402	1	2.0%
0.0471	1	2.0%
0.0985	1	2.0%
0.335	1	2.0%
0.00243	1	2.0%
0.163	1	2.0%
0.00393	1	2.0%
0.692	1	2.0%
Other values (38)	38	76.0%

Value	Count	Frequency (%)
4.62 × 10^-6	1	2.0%
0.000322	1	2.0%
0.000402	1	2.0%
0.000984	1	2.0%
0.0017	1	2.0%
0.00243	1	2.0%
0.00295	1	2.0%
0.00393	1	2.0%
0.00689	1	2.0%
0.00727	1	2.0%

Value	Count	Frequency (%)
0.939	1	2.0%
0.866	2	4.0%
0.852	1	2.0%
0.779	1	2.0%
0.692	1	2.0%
0.65	1	2.0%
0.562	1	2.0%
0.445	1	2.0%
0.438	1	2.0%
0.428	1	2.0%

artists
Text

Unique

Distinct	50
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Memory size	3.4 KiB

Length

Max length	36
Median length	24
Mean length	18.12
Min length	10

Characters and Unicode

Total characters	906
Distinct characters	59
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	50 ?
Unique (%)	100.0%

Sample

1st row	['Lil Wayne', 'Drake']
2nd row	['blackbear']
3rd row	['Lacuna Coil']
4th row	['The Beach Boys']
5th row	['In This Moment']

Value	Count	Frequency (%)
the	5	4.2%
lil	2	1.7%
of	2	1.7%
sons	1	0.8%
	1	0.8%
mumford	1	0.8%
ocean	1	0.8%
frank	1	0.8%
jinjer	1	0.8%
mary	1	0.8%
Other values (104)	104	86.7%

Most occurring characters

Value	Count	Frequency (%)
'	115	12.7%
	70	7.7%
e	62	6.8%
a	53	5.8%
[	50	5.5%
]	50	5.5%
n	43	4.7%
i	40	4.4%
o	33	3.6%
r	32	3.5%
Other values (49)	358	39.5%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	906	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
'	115	12.7%
	70	7.7%
e	62	6.8%
a	53	5.8%
[	50	5.5%
]	50	5.5%
n	43	4.7%
i	40	4.4%
o	33	3.6%
r	32	3.5%
Other values (49)	358	39.5%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	906	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
'	115	12.7%
	70	7.7%
e	62	6.8%
a	53	5.8%
[	50	5.5%
]	50	5.5%
n	43	4.7%
i	40	4.4%
o	33	3.6%
r	32	3.5%
Other values (49)	358	39.5%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	906	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
'	115	12.7%
	70	7.7%
e	62	6.8%
a	53	5.8%
[	50	5.5%
]	50	5.5%
n	43	4.7%
i	40	4.4%
o	33	3.6%
r	32	3.5%
Other values (49)	358	39.5%

danceability
Real number (ℝ)

High correlation

Distinct	49
Distinct (%)	98.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.58276

Minimum	0.137
Maximum	0.94
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	532.0 B

Quantile statistics

Minimum	0.137
5-th percentile	0.33645
Q1	0.417
median	0.584
Q3	0.75775
95-th percentile	0.86
Maximum	0.94
Range	0.803
Interquartile range (IQR)	0.34075

Descriptive statistics

Standard deviation	0.19480336
Coefficient of variation (CV)	0.33427717
Kurtosis	-0.8158478
Mean	0.58276
Median Absolute Deviation (MAD)	0.1735
Skewness	-0.17950754
Sum	29.138
Variance	0.037948349
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=49)

Value	Count	Frequency (%)
0.364	2	4.0%
0.746	1	2.0%
0.613	1	2.0%
0.36	1	2.0%
0.794	1	2.0%
0.548	1	2.0%
0.705	1	2.0%
0.353	1	2.0%
0.648	1	2.0%
0.327	1	2.0%
Other values (39)	39	78.0%

Value	Count	Frequency (%)
0.137	1	2.0%
0.181	1	2.0%
0.327	1	2.0%
0.348	1	2.0%
0.353	1	2.0%
0.359	1	2.0%
0.36	1	2.0%
0.364	2	4.0%
0.365	1	2.0%
0.397	1	2.0%

Value	Count	Frequency (%)
0.94	1	2.0%
0.88	1	2.0%
0.878	1	2.0%
0.838	1	2.0%
0.818	1	2.0%
0.814	1	2.0%
0.805	1	2.0%
0.803	1	2.0%
0.796	1	2.0%
0.794	1	2.0%

duration_ms
Real number (ℝ)

High correlation Unique

Distinct	50
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	242780.58

Minimum	48480
Maximum	592920
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	532.0 B

Quantile statistics

Minimum	48480
5-th percentile	163753.45
Q1	200486.75
median	223597
Q3	266153.25
95-th percentile	344061
Maximum	592920
Range	544440
Interquartile range (IQR)	65666.5

Descriptive statistics

Standard deviation	81564.666
Coefficient of variation (CV)	0.33596042
Kurtosis	6.7791164
Mean	242780.58
Median Absolute Deviation (MAD)	32686.5
Skewness	1.7739354
Sum	12139029
Variance	6.6527947 × 10⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
305840	1	2.0%
220600	1	2.0%
252093	1	2.0%
262053	1	2.0%
226154	1	2.0%
205915	1	2.0%
228733	1	2.0%
355653	1	2.0%
329893	1	2.0%
207520	1	2.0%
Other values (40)	40	80.0%

Value	Count	Frequency (%)
48480	1	2.0%
141293	1	2.0%
157606	1	2.0%
171267	1	2.0%
172507	1	2.0%
178080	1	2.0%
178493	1	2.0%
180000	1	2.0%
186440	1	2.0%
188120	1	2.0%

Value	Count	Frequency (%)
592920	1	2.0%
453987	1	2.0%
355653	1	2.0%
329893	1	2.0%
327093	1	2.0%
314320	1	2.0%
309760	1	2.0%
307347	1	2.0%
305840	1	2.0%
305571	1	2.0%

duration_minutes
Real number (ℝ)

High correlation Unique

Distinct	50
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	4.046343

Minimum	0.808
Maximum	9.882
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	532.0 B

Quantile statistics

Minimum	0.808
5-th percentile	2.7292242
Q1	3.3414458
median	3.7266167
Q3	4.4358875
95-th percentile	5.73435
Maximum	9.882
Range	9.074
Interquartile range (IQR)	1.0944417

Descriptive statistics

Standard deviation	1.3594111
Coefficient of variation (CV)	0.33596042
Kurtosis	6.7791164
Mean	4.046343
Median Absolute Deviation (MAD)	0.544775
Skewness	1.7739354
Sum	202.31715
Variance	1.8479985
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
5.097333333	1	2.0%
3.676666667	1	2.0%
4.20155	1	2.0%
4.36755	1	2.0%
3.769233333	1	2.0%
3.431916667	1	2.0%
3.812216667	1	2.0%
5.92755	1	2.0%
5.498216667	1	2.0%
3.458666667	1	2.0%
Other values (40)	40	80.0%

Value	Count	Frequency (%)
0.808	1	2.0%
2.354883333	1	2.0%
2.626766667	1	2.0%
2.85445	1	2.0%
2.875116667	1	2.0%
2.968	1	2.0%
2.974883333	1	2.0%
3	1	2.0%
3.107333333	1	2.0%
3.135333333	1	2.0%

Value	Count	Frequency (%)
9.882	1	2.0%
7.56645	1	2.0%
5.92755	1	2.0%
5.498216667	1	2.0%
5.45155	1	2.0%
5.238666667	1	2.0%
5.162666667	1	2.0%
5.12245	1	2.0%
5.097333333	1	2.0%
5.09285	1	2.0%

energy
Real number (ℝ)

High correlation Unique

Distinct	50
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.63806

Minimum	0.104
Maximum	0.976
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	532.0 B

Quantile statistics

Minimum	0.104
5-th percentile	0.2125
Q1	0.44625
median	0.6825
Q3	0.836
95-th percentile	0.95615
Maximum	0.976
Range	0.872
Interquartile range (IQR)	0.38975

Descriptive statistics

Standard deviation	0.24360728
Coefficient of variation (CV)	0.38179369
Kurtosis	-0.6930285
Mean	0.63806
Median Absolute Deviation (MAD)	0.1725
Skewness	-0.54962718
Sum	31.903
Variance	0.059344507
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.841	1	2.0%
0.313	1	2.0%
0.778	1	2.0%
0.333	1	2.0%
0.524	1	2.0%
0.938	1	2.0%
0.669	1	2.0%
0.742	1	2.0%
0.352	1	2.0%
0.104	1	2.0%
Other values (40)	40	80.0%

Value	Count	Frequency (%)
0.104	1	2.0%
0.143	1	2.0%
0.208	1	2.0%
0.218	1	2.0%
0.237	1	2.0%
0.245	1	2.0%
0.313	1	2.0%
0.333	1	2.0%
0.352	1	2.0%
0.405	1	2.0%

Value	Count	Frequency (%)
0.976	1	2.0%
0.975	1	2.0%
0.971	1	2.0%
0.938	1	2.0%
0.934	1	2.0%
0.921	1	2.0%
0.917	1	2.0%
0.904	1	2.0%
0.899	1	2.0%
0.874	1	2.0%

explicit
Categorical

High correlation

Distinct	2
Distinct (%)	4.0%
Missing	0
Missing (%)	0.0%
Memory size	2.7 KiB

0.0	38
1.0	12

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	150
Distinct characters	3
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1.0
2nd row	1.0
3rd row	0.0
4th row	0.0
5th row	0.0

Common Values

Value	Count	Frequency (%)
0.0	38	76.0%
1.0	12	24.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0.0	38	76.0%
1.0	12	24.0%

Most occurring characters

Value	Count	Frequency (%)
0	88	58.7%
.	50	33.3%
1	12	8.0%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	150	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
0	88	58.7%
.	50	33.3%
1	12	8.0%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	150	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
0	88	58.7%
.	50	33.3%
1	12	8.0%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	150	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
0	88	58.7%
.	50	33.3%
1	12	8.0%

id
Text

Unique

Distinct	50
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Memory size	3.6 KiB

Length

Max length	22
Median length	22
Mean length	22
Min length	22

Characters and Unicode

Total characters	1100
Distinct characters	62
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	50 ?
Unique (%)	100.0%

Sample

1st row	5eEj1vkMIqtmvaTk7cS4UC
2nd row	0Cyui3k9S61bue3uMkBD9S
3rd row	71KtwiEpzcn9WxwlaS7ZJY
4th row	7tf64lNC31lWlTsih0nfZf
5th row	4Mpm64J9yqluKaOssgVQ9P

Value	Count	Frequency (%)
5eej1vkmiqtmvatk7cs4uc	1	2.0%
1kdpwuua213r6m2wbwuaue	1	2.0%
6rkay9rk1ntfb94qxg3ljr	1	2.0%
71ktwiepzcn9wxwlas7zjy	1	2.0%
7tf64lnc31lwltsih0nfzf	1	2.0%
4mpm64j9yqlukaossgvq9p	1	2.0%
75e1eyhlzb3mqzqbcrmkln	1	2.0%
2s9nvnrau9wahywra0ou9m	1	2.0%
32c5of1paeu7ieebgilwao	1	2.0%
7racifpvu5vuhmqvbw2c1h	1	2.0%
Other values (40)	40	80.0%

Most occurring characters

Value	Count	Frequency (%)
1	31	2.8%
7	28	2.5%
0	27	2.5%
4	26	2.4%
3	25	2.3%
2	23	2.1%
F	23	2.1%
U	23	2.1%
r	22	2.0%
E	22	2.0%
Other values (52)	850	77.3%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	1100	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
1	31	2.8%
7	28	2.5%
0	27	2.5%
4	26	2.4%
3	25	2.3%
2	23	2.1%
F	23	2.1%
U	23	2.1%
r	22	2.0%
E	22	2.0%
Other values (52)	850	77.3%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	1100	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
1	31	2.8%
7	28	2.5%
0	27	2.5%
4	26	2.4%
3	25	2.3%
2	23	2.1%
F	23	2.1%
U	23	2.1%
r	22	2.0%
E	22	2.0%
Other values (52)	850	77.3%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	1100	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
1	31	2.8%
7	28	2.5%
0	27	2.5%
4	26	2.4%
3	25	2.3%
2	23	2.1%
F	23	2.1%
U	23	2.1%
r	22	2.0%
E	22	2.0%
Other values (52)	850	77.3%

instrumentalness
Real number (ℝ)

Zeros

Distinct	35
Distinct (%)	70.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.065135326

Minimum	0
Maximum	0.912
Zeros	16
Zeros (%)	32.0%
Negative	0
Negative (%)	0.0%
Memory size	532.0 B

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	1.815 × 10^-5
Q3	0.00050975
95-th percentile	0.53605
Maximum	0.912
Range	0.912
Interquartile range (IQR)	0.00050975

Descriptive statistics

Standard deviation	0.2085659
Coefficient of variation (CV)	3.2020396
Kurtosis	11.800426
Mean	0.065135326
Median Absolute Deviation (MAD)	1.815 × 10^-5
Skewness	3.5587258
Sum	3.2567663
Variance	0.043499733
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=35)

Value	Count	Frequency (%)
0	16	32.0%
7.4 × 10^-5	1	2.0%
3.41 × 10^-6	1	2.0%
0.266	1	2.0%
0.912	1	2.0%
1.02 × 10^-5	1	2.0%
0.000257	1	2.0%
0.000123	1	2.0%
0.219	1	2.0%
1.09 × 10^-6	1	2.0%
Other values (25)	25	50.0%

Value	Count	Frequency (%)
0	16	32.0%
1.09 × 10^-6	1	2.0%
3.37 × 10^-6	1	2.0%
3.41 × 10^-6	1	2.0%
4.38 × 10^-6	1	2.0%
4.43 × 10^-6	1	2.0%
4.95 × 10^-6	1	2.0%
4.98 × 10^-6	1	2.0%
1.02 × 10^-5	1	2.0%
1.08 × 10^-5	1	2.0%

Value	Count	Frequency (%)
0.912	1	2.0%
0.899	1	2.0%
0.757	1	2.0%
0.266	1	2.0%
0.219	1	2.0%
0.085	1	2.0%
0.0586	1	2.0%
0.027	1	2.0%
0.0218	1	2.0%
0.00613	1	2.0%

key
Real number (ℝ)

Zeros

Distinct	11
Distinct (%)	22.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	6.88

Minimum	0
Maximum	11
Zeros	2
Zeros (%)	4.0%
Negative	0
Negative (%)	0.0%
Memory size	532.0 B

Quantile statistics

Minimum	0
5-th percentile	1
Q1	5.25
median	7.5
Q3	9
95-th percentile	11
Maximum	11
Range	11
Interquartile range (IQR)	3.75

Descriptive statistics

Standard deviation	3.2365262
Coefficient of variation (CV)	0.47042532
Kurtosis	-0.4469564
Mean	6.88
Median Absolute Deviation (MAD)	2
Skewness	-0.70048703
Sum	344
Variance	10.475102
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=11)

Value	Count	Frequency (%)
8	7	14.0%
10	6	12.0%
11	6	12.0%
9	6	12.0%
7	6	12.0%
6	6	12.0%
1	4	8.0%
4	3	6.0%
0	2	4.0%
5	2	4.0%

Value	Count	Frequency (%)
0	2	4.0%
1	4	8.0%
2	2	4.0%
4	3	6.0%
5	2	4.0%
6	6	12.0%
7	6	12.0%
8	7	14.0%
9	6	12.0%
10	6	12.0%

Value	Count	Frequency (%)
11	6	12.0%
10	6	12.0%
9	6	12.0%
8	7	14.0%
7	6	12.0%
6	6	12.0%
5	2	4.0%
4	3	6.0%
2	2	4.0%
1	4	8.0%

liveness
Real number (ℝ)

Distinct	48
Distinct (%)	96.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.176412

Minimum	0.0533
Maximum	0.791
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	532.0 B

Quantile statistics

Minimum	0.0533
5-th percentile	0.06828
Q1	0.094475
median	0.1135
Q3	0.2305
95-th percentile	0.35465
Maximum	0.791
Range	0.7377
Interquartile range (IQR)	0.136025

Descriptive statistics

Standard deviation	0.13061574
Coefficient of variation (CV)	0.74040166
Kurtosis	8.8344642
Mean	0.176412
Median Absolute Deviation (MAD)	0.0353
Skewness	2.4406964
Sum	8.8206
Variance	0.017060471
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=48)

Value	Count	Frequency (%)
0.109	2	4.0%
0.106	2	4.0%
0.242	1	2.0%
0.268	1	2.0%
0.356	1	2.0%
0.114	1	2.0%
0.11	1	2.0%
0.353	1	2.0%
0.0966	1	2.0%
0.0846	1	2.0%
Other values (38)	38	76.0%

Value	Count	Frequency (%)
0.0533	1	2.0%
0.0629	1	2.0%
0.0681	1	2.0%
0.0685	1	2.0%
0.0745	1	2.0%
0.0819	1	2.0%
0.0821	1	2.0%
0.0846	1	2.0%
0.087	1	2.0%
0.0891	1	2.0%

Value	Count	Frequency (%)
0.791	1	2.0%
0.407	1	2.0%
0.356	1	2.0%
0.353	1	2.0%
0.351	1	2.0%
0.328	1	2.0%
0.319	1	2.0%
0.309	1	2.0%
0.294	1	2.0%
0.275	1	2.0%

loudness
Real number (ℝ)

High correlation Unique

Distinct	50
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	-6.99416

Minimum	-19.801
Maximum	1.073
Zeros	0
Zeros (%)	0.0%
Negative	49
Negative (%)	98.0%
Memory size	532.0 B

Quantile statistics

Minimum	-19.801
5-th percentile	-15.1459
Q1	-8.342
median	-6.108
Q3	-4.6335
95-th percentile	-2.63355
Maximum	1.073
Range	20.874
Interquartile range (IQR)	3.7085

Descriptive statistics

Standard deviation	3.8138427
Coefficient of variation (CV)	-0.5452896
Kurtosis	2.3788949
Mean	-6.99416
Median Absolute Deviation (MAD)	1.6215
Skewness	-1.2458259
Sum	-349.708
Variance	14.545396
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-4.831	1	2.0%
-11.379	1	2.0%
-3.933	1	2.0%
-8.491	1	2.0%
-7.625	1	2.0%
-4.073	1	2.0%
-5.974	1	2.0%
-7.389	1	2.0%
-10.11	1	2.0%
-19.801	1	2.0%
Other values (40)	40	80.0%

Value	Count	Frequency (%)
-19.801	1	2.0%
-16.273	1	2.0%
-15.235	1	2.0%
-15.037	1	2.0%
-12.333	1	2.0%
-11.379	1	2.0%
-10.47	1	2.0%
-10.11	1	2.0%
-9.835	1	2.0%
-9.497	1	2.0%

Value	Count	Frequency (%)
1.073	1	2.0%
-1.892	1	2.0%
-2.238	1	2.0%
-3.117	1	2.0%
-3.322	1	2.0%
-3.903	1	2.0%
-3.924	1	2.0%
-3.933	1	2.0%
-4.073	1	2.0%
-4.258	1	2.0%

mode
Categorical

Distinct	2
Distinct (%)	4.0%
Missing	0
Missing (%)	0.0%
Memory size	2.7 KiB

1.0	34
0.0	16

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	150
Distinct characters	3
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1.0
2nd row	0.0
3rd row	0.0
4th row	1.0
5th row	1.0

Common Values

Value	Count	Frequency (%)
1.0	34	68.0%
0.0	16	32.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1.0	34	68.0%
0.0	16	32.0%

Most occurring characters

Value	Count	Frequency (%)
0	66	44.0%
.	50	33.3%
1	34	22.7%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	150	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
0	66	44.0%
.	50	33.3%
1	34	22.7%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	150	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
0	66	44.0%
.	50	33.3%
1	34	22.7%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	150	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
0	66	44.0%
.	50	33.3%
1	34	22.7%

name
Text

Unique

Distinct	50
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Memory size	3.3 KiB

Length

Max length	38
Median length	24
Mean length	15.64
Min length	5

Characters and Unicode

Total characters	782
Distinct characters	57
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	50 ?
Unique (%)	100.0%

Sample

1st row	She Will
2nd row	Girls Like U
3rd row	Enjoy the Silence - cover version
4th row	Good Vibrations
5th row	Call Me

Value	Count	Frequency (%)
the	8	5.1%
you	4	2.6%
hush	4	2.6%
	4	2.6%
with	3	1.9%
i'm	3	1.9%
me	3	1.9%
she	2	1.3%
silence	2	1.3%
i	2	1.3%
Other values (115)	121	77.6%

Most occurring characters

Value	Count	Frequency (%)
	106	13.6%
e	64	8.2%
o	50	6.4%
a	47	6.0%
i	45	5.8%
n	38	4.9%
t	34	4.3%
r	27	3.5%
s	27	3.5%
l	24	3.1%
Other values (47)	320	40.9%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	782	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
	106	13.6%
e	64	8.2%
o	50	6.4%
a	47	6.0%
i	45	5.8%
n	38	4.9%
t	34	4.3%
r	27	3.5%
s	27	3.5%
l	24	3.1%
Other values (47)	320	40.9%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	782	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
	106	13.6%
e	64	8.2%
o	50	6.4%
a	47	6.0%
i	45	5.8%
n	38	4.9%
t	34	4.3%
r	27	3.5%
s	27	3.5%
l	24	3.1%
Other values (47)	320	40.9%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	782	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
	106	13.6%
e	64	8.2%
o	50	6.4%
a	47	6.0%
i	45	5.8%
n	38	4.9%
t	34	4.3%
r	27	3.5%
s	27	3.5%
l	24	3.1%
Other values (47)	320	40.9%

popularity
Real number (ℝ)

High correlation

Distinct	29
Distinct (%)	58.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	53.62

Minimum	36
Maximum	90
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	532.0 B

Quantile statistics

Minimum	36
5-th percentile	40
Q1	45.25
median	53
Q3	59
95-th percentile	68.55
Maximum	90
Range	54
Interquartile range (IQR)	13.75

Descriptive statistics

Standard deviation	10.470347
Coefficient of variation (CV)	0.19526943
Kurtosis	1.9571043
Mean	53.62
Median Absolute Deviation (MAD)	7
Skewness	1.0033142
Sum	2681
Variance	109.62816
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=29)

Value	Count	Frequency (%)
44	4	8.0%
50	3	6.0%
40	3	6.0%
61	3	6.0%
59	3	6.0%
51	2	4.0%
48	2	4.0%
53	2	4.0%
54	2	4.0%
41	2	4.0%
Other values (19)	24	48.0%

Value	Count	Frequency (%)
36	1	2.0%
40	3	6.0%
41	2	4.0%
42	1	2.0%
43	1	2.0%
44	4	8.0%
45	1	2.0%
46	1	2.0%
48	2	4.0%
49	2	4.0%

Value	Count	Frequency (%)
90	1	2.0%
79	1	2.0%
69	1	2.0%
68	2	4.0%
65	1	2.0%
64	1	2.0%
62	1	2.0%
61	3	6.0%
60	1	2.0%
59	3	6.0%

release_date
Date

Distinct	44
Distinct (%)	88.0%
Missing	0
Missing (%)	0.0%
Memory size	532.0 B

Minimum	2000-01-01 00:00:00
Maximum	2020-06-12 00:00:00
Invalid dates	0
Invalid dates (%)	0.0%

Histogram with fixed size bins (bins=44)

speechiness
Real number (ℝ)

High correlation

Distinct	49
Distinct (%)	98.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.084392

Minimum	0.0262
Maximum	0.411
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	532.0 B

Quantile statistics

Minimum	0.0262
5-th percentile	0.0285
Q1	0.038975
median	0.0471
Q3	0.09395
95-th percentile	0.28055
Maximum	0.411
Range	0.3848
Interquartile range (IQR)	0.054975

Descriptive statistics

Standard deviation	0.08179838
Coefficient of variation (CV)	0.969267
Kurtosis	5.6103791
Mean	0.084392
Median Absolute Deviation (MAD)	0.01565
Skewness	2.3429221
Sum	4.2196
Variance	0.006690975
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=49)

Value	Count	Frequency (%)
0.0285	2	4.0%
0.119	1	2.0%
0.0902	1	2.0%
0.0689	1	2.0%
0.115	1	2.0%
0.0535	1	2.0%
0.0262	1	2.0%
0.0393	1	2.0%
0.0278	1	2.0%
0.0371	1	2.0%
Other values (39)	39	78.0%

Value	Count	Frequency (%)
0.0262	1	2.0%
0.0278	1	2.0%
0.0285	2	4.0%
0.0302	1	2.0%
0.0303	1	2.0%
0.0324	1	2.0%
0.0333	1	2.0%
0.0357	1	2.0%
0.0359	1	2.0%
0.0371	1	2.0%

Value	Count	Frequency (%)
0.411	1	2.0%
0.304	1	2.0%
0.281	1	2.0%
0.28	1	2.0%
0.203	1	2.0%
0.17	1	2.0%
0.146	1	2.0%
0.134	1	2.0%
0.122	1	2.0%
0.119	1	2.0%

tempo
Real number (ℝ)

Unique

Distinct	50
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	120.79384

Minimum	74.53
Maximum	209.793
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	532.0 B

Quantile statistics

Minimum	74.53
5-th percentile	78.04635
Q1	98.5605
median	118.775
Q3	138.43975
95-th percentile	170.1033
Maximum	209.793
Range	135.263
Interquartile range (IQR)	39.87925

Descriptive statistics

Standard deviation	29.16558
Coefficient of variation (CV)	0.24144924
Kurtosis	0.63832785
Mean	120.79384
Median Absolute Deviation (MAD)	20.9385
Skewness	0.59665998
Sum	6039.692
Variance	850.63108
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
100.14	1	2.0%
82.004	1	2.0%
129.483	1	2.0%
74.53	1	2.0%
130.122	1	2.0%
155.038	1	2.0%
118.539	1	2.0%
79.033	1	2.0%
121.459	1	2.0%
97.279	1	2.0%
Other values (40)	40	80.0%

Value	Count	Frequency (%)
74.53	1	2.0%
76.309	1	2.0%
78.009	1	2.0%
78.092	1	2.0%
79.033	1	2.0%
82.004	1	2.0%
88.377	1	2.0%
89.706	1	2.0%
89.989	1	2.0%
89.995	1	2.0%

Value	Count	Frequency (%)
209.793	1	2.0%
180.068	1	2.0%
180.006	1	2.0%
158	1	2.0%
155.696	1	2.0%
155.038	1	2.0%
150.974	1	2.0%
145.166	1	2.0%
144.605	1	2.0%
142.998	1	2.0%

valence
Real number (ℝ)

High correlation Unique

Distinct	50
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.489166

Minimum	0.0366
Maximum	0.96
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	532.0 B

Quantile statistics

Minimum	0.0366
5-th percentile	0.1091
Q1	0.27075
median	0.5025
Q3	0.69925
95-th percentile	0.94205
Maximum	0.96
Range	0.9234
Interquartile range (IQR)	0.4285

Descriptive statistics

Standard deviation	0.2675219
Coefficient of variation (CV)	0.5468939
Kurtosis	-1.0463668
Mean	0.489166
Median Absolute Deviation (MAD)	0.2185
Skewness	0.13993097
Sum	24.4583
Variance	0.071567969
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.0837	1	2.0%
0.356	1	2.0%
0.626	1	2.0%
0.17	1	2.0%
0.604	1	2.0%
0.744	1	2.0%
0.673	1	2.0%
0.166	1	2.0%
0.173	1	2.0%
0.119	1	2.0%
Other values (40)	40	80.0%

Value	Count	Frequency (%)
0.0366	1	2.0%
0.0837	1	2.0%
0.101	1	2.0%
0.119	1	2.0%
0.133	1	2.0%
0.148	1	2.0%
0.15	1	2.0%
0.166	1	2.0%
0.17	1	2.0%
0.173	1	2.0%

Value	Count	Frequency (%)
0.96	1	2.0%
0.948	1	2.0%
0.947	1	2.0%
0.936	1	2.0%
0.884	1	2.0%
0.864	1	2.0%
0.851	1	2.0%
0.819	1	2.0%
0.791	1	2.0%
0.784	1	2.0%

year
Real number (ℝ)

High correlation

Distinct	16
Distinct (%)	32.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2009.1

Minimum	2000
Maximum	2020
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	532.0 B

Quantile statistics

Minimum	2000
5-th percentile	2000.45
Q1	2004
median	2009
Q3	2015
95-th percentile	2019
Maximum	2020
Range	20
Interquartile range (IQR)	11

Descriptive statistics

Standard deviation	6.2507142
Coefficient of variation (CV)	0.0031112012
Kurtosis	-1.2561891
Mean	2009.1
Median Absolute Deviation (MAD)	5.5
Skewness	0.15882228
Sum	100455
Variance	39.071429
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=16)

Value	Count	Frequency (%)
2016	5	10.0%
2009	5	10.0%
2006	4	8.0%
2004	4	8.0%
2001	4	8.0%
2002	4	8.0%
2005	3	6.0%
2015	3	6.0%
2000	3	6.0%
2010	3	6.0%
Other values (6)	12	24.0%

Value	Count	Frequency (%)
2000	3	6.0%
2001	4	8.0%
2002	4	8.0%
2004	4	8.0%
2005	3	6.0%
2006	4	8.0%
2009	5	10.0%
2010	3	6.0%
2011	2	4.0%
2012	2	4.0%

Value	Count	Frequency (%)
2020	2	4.0%
2019	2	4.0%
2018	2	4.0%
2016	5	10.0%
2015	3	6.0%
2014	2	4.0%
2012	2	4.0%
2011	2	4.0%
2010	3	6.0%
2009	5	10.0%

	acousticness	danceability	duration_minutes	duration_ms	energy	explicit	instrumentalness	key	liveness	loudness	mode	popularity	speechiness	tempo	valence	year
acousticness	1.000	0.016	-0.050	-0.050	-0.734	0.000	0.217	0.051	-0.182	-0.552	0.000	-0.126	-0.354	-0.044	0.011	0.012
danceability	0.016	1.000	-0.059	-0.059	0.022	0.000	-0.057	0.184	-0.019	0.141	0.000	0.197	0.318	0.005	0.619	-0.009
duration_minutes	-0.050	-0.059	1.000	1.000	-0.160	0.252	-0.000	-0.025	0.086	-0.033	0.000	0.008	-0.007	-0.486	-0.268	0.034
duration_ms	-0.050	-0.059	1.000	1.000	-0.160	0.252	-0.000	-0.025	0.086	-0.033	0.000	0.008	-0.007	-0.486	-0.268	0.034
energy	-0.734	0.022	-0.160	-0.160	1.000	0.000	-0.323	-0.036	0.093	0.802	0.000	0.036	0.235	0.112	0.288	-0.081
explicit	0.000	0.000	0.252	0.252	0.000	1.000	0.000	0.225	0.295	0.000	0.000	0.000	0.617	0.288	0.000	0.000
instrumentalness	0.217	-0.057	-0.000	-0.000	-0.323	0.000	1.000	-0.020	-0.051	-0.382	0.000	0.046	-0.194	0.047	-0.351	0.124
key	0.051	0.184	-0.025	-0.025	-0.036	0.225	-0.020	1.000	0.185	0.059	0.334	0.134	-0.054	0.024	0.186	0.091
liveness	-0.182	-0.019	0.086	0.086	0.093	0.295	-0.051	0.185	1.000	0.159	0.000	-0.080	0.178	0.055	0.104	-0.299
loudness	-0.552	0.141	-0.033	-0.033	0.802	0.000	-0.382	0.059	0.159	1.000	0.000	0.104	0.327	0.062	0.398	-0.060
mode	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.334	0.000	0.000	1.000	0.296	0.109	0.000	0.000	0.000
popularity	-0.126	0.197	0.008	0.008	0.036	0.000	0.046	0.134	-0.080	0.104	0.296	1.000	-0.017	0.231	0.184	0.624
speechiness	-0.354	0.318	-0.007	-0.007	0.235	0.617	-0.194	-0.054	0.178	0.327	0.109	-0.017	1.000	-0.027	0.204	0.075
tempo	-0.044	0.005	-0.486	-0.486	0.112	0.288	0.047	0.024	0.055	0.062	0.000	0.231	-0.027	1.000	0.056	0.339
valence	0.011	0.619	-0.268	-0.268	0.288	0.000	-0.351	0.186	0.104	0.398	0.000	0.184	0.204	0.056	1.000	-0.146
year	0.012	-0.009	0.034	0.034	-0.081	0.000	0.124	0.091	-0.299	-0.060	0.000	0.624	0.075	0.339	-0.146	1.000

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

	acousticness	artists	danceability	duration_ms	duration_minutes	energy	explicit	id	instrumentalness	key	liveness	loudness	mode	name	popularity	release_date	speechiness	tempo	valence	year
0	0.000402	['Lil Wayne', 'Drake']	0.364	305840.0	5.097333	0.841	1.0	5eEj1vkMIqtmvaTk7cS4UC	0.000000	8.0	0.2420	-4.831	1.0	She Will	51.0	2011-01-01	0.1190	100.140	0.0837	2011.0
1	0.310000	['blackbear']	0.758	180000.0	3.000000	0.427	1.0	0Cyui3k9S61bue3uMkBD9S	0.000000	10.0	0.1150	-9.835	0.0	Girls Like U	56.0	2016-06-17	0.1130	139.911	0.4890	2016.0
2	0.000984	['Lacuna Coil']	0.503	245573.0	4.092883	0.667	0.0	71KtwiEpzcn9WxwlaS7ZJY	0.027000	11.0	0.2290	-6.831	0.0	Enjoy the Silence - cover version	55.0	2006	0.0285	113.018	0.1010	2006.0
3	0.334000	['The Beach Boys']	0.414	215827.0	3.597117	0.424	0.0	7tf64lNC31lWlTsih0nfZf	0.000005	10.0	0.1310	-9.497	1.0	Good Vibrations	46.0	2012-01-01	0.0399	132.430	0.3250	2012.0
4	0.001700	['In This Moment']	0.426	197627.0	3.293783	0.975	0.0	4Mpm64J9yqluKaOssgVQ9P	0.000000	0.0	0.0891	-1.892	1.0	Call Me	50.0	2009-04-10	0.0950	142.998	0.2730	2009.0
5	0.866000	['Anna Kendrick']	0.397	48480.0	0.808000	0.218	0.0	75e1EYhLzB3mQZQBcRmklN	0.000025	9.0	0.0819	-10.470	1.0	The Sound Of Silence	57.0	2016-09-23	0.0403	209.793	0.5670	2016.0
6	0.006890	['Boosie Badazz', 'Webbie', 'Bun B']	0.675	267520.0	4.458667	0.781	1.0	2s9NvnrAU9WahyWRa0Ou9m	0.000000	8.0	0.3190	-6.035	1.0	Give Me That	44.0	2005-05-17	0.2800	78.009	0.5360	2005.0
7	0.095600	['Jake Owen']	0.672	172507.0	2.875117	0.934	0.0	32C5of1pAeU7IeEbGiLWAo	0.000000	7.0	0.1090	-3.322	1.0	Yee Haw	49.0	2006-07-01	0.0333	129.123	0.9480	2006.0
8	0.650000	['Peter, Paul and Mary']	0.581	208560.0	3.476000	0.143	0.0	7raciFPVU5VuHmqVbw2c1h	0.000000	9.0	0.1040	-16.273	1.0	Puff, the Magic Dragon - 2004 Remaster	52.0	2005-08-23	0.0401	144.605	0.4690	2005.0
9	0.017400	['Jinjer']	0.600	305571.0	5.092850	0.849	0.0	1XT5VDdxwI2Bx01MxURMcz	0.002050	9.0	0.0745	-5.788	0.0	Pisces	50.0	2016-07-29	0.0376	140.002	0.2570	2016.0

	acousticness	artists	danceability	duration_ms	duration_minutes	energy	explicit	id	instrumentalness	key	liveness	loudness	mode	name	popularity	release_date	speechiness	tempo	valence	year
40	0.007270	["Destiny's Child"]	0.814	242013.0	4.033550	0.899	0.0	4dvQg9sD8k9y4qiEURuj8v	0.219000	1.0	0.0979	-5.958	1.0	Lose My Breath	57.0	2004-11-16	0.0637	119.011	0.545	2004.0
41	0.018500	['Wu-Tang Clan']	0.803	233640.0	3.894000	0.868	1.0	2YfYTyShcbMFFWaZQXKb5V	0.000000	6.0	0.0821	-3.903	1.0	Rules	45.0	2001-12-18	0.3040	95.514	0.936	2001.0
42	0.014600	['Eminem']	0.878	309760.0	5.162667	0.595	1.0	3xVtc7PB4V3AqAfq4Iahli	0.000068	11.0	0.3280	-3.924	0.0	I'm Back	59.0	2000-05-23	0.2030	89.995	0.851	2000.0
43	0.065600	['Third Day']	0.364	199760.0	3.329333	0.654	0.0	0P5qOLfYWTL1tEzCkTCjbE	0.000000	2.0	0.2010	-6.648	1.0	Show Me Your Glory	40.0	2001	0.0359	158.000	0.241	2001.0
44	0.031800	['6ix9ine', 'Nicki Minaj']	0.762	202667.0	3.377783	0.423	0.0	4HreNRemFIo8zi38IGFl7U	0.000516	1.0	0.1090	-8.649	1.0	TROLLZ (with Nicki Minaj)	68.0	2020-06-12	0.2810	180.068	0.430	2020.0
45	0.177000	['Regard']	0.880	157606.0	2.626767	0.751	0.0	2tnVG71enUj33Ic2nFN6kZ	0.000064	7.0	0.1060	-4.258	0.0	Ride It	90.0	2019-07-26	0.0874	117.948	0.884	2019.0
46	0.000005	['Five Finger Death Punch']	0.513	209493.0	3.491550	0.976	1.0	00cP5rqzL6ZrwMaqTEeGIN	0.000340	11.0	0.1170	-3.117	1.0	Hard To See	53.0	2009-09-22	0.1700	111.992	0.133	2009.0
47	0.562000	['Deitrick Haddon']	0.757	302000.0	5.033333	0.405	0.0	1I3v23MpvlCQQ7ugP7jkQ0	0.000004	8.0	0.2750	-6.150	1.0	Sinner's Prayer	41.0	2002	0.0908	134.026	0.382	2002.0
48	0.445000	['Best Coast']	0.137	178080.0	2.968000	0.821	0.0	7Cb9fYGYtFaANCaqYEOCDC	0.757000	7.0	0.3090	-4.590	1.0	When I'm With You	49.0	2010-06-26	0.0548	145.166	0.306	2010.0
49	0.210000	['The xx']	0.940	188120.0	3.135333	0.208	0.0	4ORbUYpR6MDsJYTHh3xBWH	0.085000	9.0	0.1050	-15.235	0.0	Basic Space	44.0	2009-08-18	0.0853	115.872	0.148	2009.0

Overview

Variables

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Interactions

Correlations

Missing values

Sample